{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    " \n",
    "import os \n",
    "import sys\n",
    "\n",
    "import time\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from PIL import Image\n",
    "import cv2\n",
    "\n",
    "\n",
    "# root_path = '/root/mall_stat/data'\n",
    "root_path = '/root/exp/data'\n",
    "\n",
    "os.chdir(root_path)\n",
    "from IPython import  embed \n",
    "\n",
    "from os.path import join,split,exists, isdir,isfile\n",
    "\n",
    "\n",
    "from tqdm import tqdm \n",
    "import shutil\n",
    "import json \n",
    "\n",
    "\n",
    "def load_json(file_name):\n",
    "\n",
    "    assert exists(file_name)\n",
    "    with open(file_name)as f:\n",
    "        body_qualities = json.load(f)\n",
    "\n",
    "    return body_qualities\n",
    "\n",
    "\n",
    "\n",
    "def make_dir(tgt_dir):\n",
    "    if not exists(tgt_dir):\n",
    "        os.makedirs(tgt_dir)\n",
    "    \n",
    "\n",
    "\n",
    "\n",
    "def show_img(img_path):\n",
    "\n",
    "    plt.imshow(cv2.imread(img_path)[:,:,::-1])\n",
    "    plt.xticks([])\n",
    "\n",
    "    plt.yticks([])\n",
    "    plt.title('Query')\n",
    "    plt.show()\n",
    "    \n",
    "def show_imgs(similar_list,titles=None):\n",
    "    figure_size = 1 #* row number \n",
    "    length = len(similar_list)\n",
    "    figure_size = figure_size*10 + length\n",
    "    plt.figure(dpi = 300)\n",
    "\n",
    "    for idx in range(length):\n",
    "        # pos = str(figure_size*10 + idx +1)\n",
    "        pos = figure_size*10 + idx +1\n",
    "        plt.subplot(pos,title=str(idx + 1) if titles is None else titles[idx])\n",
    "        \n",
    "        plt.imshow(cv2.imread(similar_list[idx])[:,:,::-1])\n",
    "        plt.xticks([])\n",
    "        plt.yticks([])\n",
    "    plt.show()\n",
    "\n",
    "\n",
    "\n",
    "    \n",
    "def show_imgs2(similar_list,titles=None):\n",
    "    figure_size = 1 #* row number \n",
    "    length = len(similar_list)\n",
    "    figure_size = figure_size*10 + length\n",
    "    plt.figure(dpi = 300)\n",
    "\n",
    "    for idx in range(length):\n",
    "        # pos = str(figure_size*10 + idx +1)\n",
    "        pos = figure_size*10 + idx +1\n",
    "        plt.subplot(pos,title=str(idx + 1) if titles is None else titles[idx])\n",
    "        \n",
    "        plt.imshow(similar_list[idx][:,:,::-1])\n",
    "        plt.xticks([])\n",
    "        plt.yticks([])\n",
    "    plt.show()\n",
    "\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# unknown "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "site = 'CR_zhongshan_wxhpoc'\n",
    "\n",
    "date = \"20240508\"\n",
    "\n",
    "\n",
    "files = os.listdir(join(root_path,'mall_staff_full','images',site,date))\n",
    "\n",
    "\n",
    "imgs = [x for x in files if x.endswith('.jpg')]\n",
    "print(len(files),len(imgs))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "949809 949809 949809\n"
     ]
    }
   ],
   "source": [
    "import json \n",
    "\n",
    "\n",
    "def load_json(file_name):\n",
    "\n",
    "    assert exists(file_name)\n",
    "    with open(file_name)as f:\n",
    "        body_qualities = json.load(f)\n",
    "\n",
    "    return body_qualities\n",
    "\n",
    "body_qualities = load_json(join(root_path,'mall_staff_full','images',site,date,'score.json'))\n",
    "feats = load_json(join(root_path,'mall_staff_full','images',site,date,'feats.json'))\n",
    "staff_score = load_json(join(root_path,'mall_staff_full','images',site,date,'staff_score.json'))\n",
    "\n",
    "print(len(body_qualities),len(feats),len(staff_score))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/prod/online_data_backup/CR_zhongshan_wxhpoc/20240508/prod/data/prod/customer/CR/zhongshan/wxhpoc/events/lite2full/20240508/trajectory_vtp_whole_day/realtime.vtp.json\n"
     ]
    }
   ],
   "source": [
    "\n",
    "from  glob  import glob\n",
    "\n",
    "mall_tag = 'CR'\n",
    "city= 'zhongshan'\n",
    "unknown = 'wxhpoc'\n",
    "#* so the mall_tag ==  CR + zhongshang + wxhpoc\n",
    "# extra_label_path = \"/prod/online_data_backup/%s/%s/prod/data/prod/customer/%s/%s/%s/events/lite2full/%s/trajectory_vtp_whole_day\"%(site,date,mall_tag,city,unknown,date)\n",
    "extra_label_path = \"/prod/online_data_backup/%s/%s/prod/data/prod/customer/%s/%s/%s/events/lite2full/%s/trajectory_vtp_whole_day/realtime.vtp.json\"%(site,date,mall_tag,city,unknown,date)\n",
    "\n",
    "assert exists(extra_label_path)\n",
    "print(extra_label_path,)\n",
    "\n",
    "realtime_vtp = load_json(extra_label_path)\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "# glob(extra_label_path + '/*vtp*')\n",
    "\n",
    "\n",
    "\n",
    "# /realtime.vtp.json\n",
    "\n",
    "# mall_tag/events/lite2full/$date/trajectory_vtp_whole_day/realtime.vtp.json"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# process of new dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "p = '/root/exp/data/mall_staff20240725_tree2'\n",
    "\n",
    "tmp =  join(p,'all')\n",
    "\n",
    "make_dir(tmp)\n",
    "\n",
    "dates = [x for x in  os.listdir(p) if x.startswith('2024')]\n",
    "\n",
    "for d in dates: \n",
    "    dir_name = [join(p,d,x) for x in os.listdir(join(p,d)) if isdir((join(p,d,x)))]\n",
    "\n",
    "    # print(dir_name)\n",
    "\n",
    "    for ddir_name in dir_name:\n",
    "        shutil.move(ddir_name,tmp)\n",
    "\n",
    "    \n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "img number is  4\n",
      "img number is  1\n",
      "img number is  4\n",
      "img number is  9\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  8\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  4\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  12\n",
      "img number is  1\n",
      "img number is  7\n",
      "img number is  1\n",
      "img number is  6\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  11\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  4\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  4\n",
      "img number is  1\n",
      "img number is  13\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  5\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  5\n",
      "img number is  4\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  19\n",
      "img number is  6\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  4\n",
      "img number is  4\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  4\n",
      "img number is  4\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  11\n",
      "img number is  15\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  6\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  7\n",
      "img number is  3\n",
      "img number is  16\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  5\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  8\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  4\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  7\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  5\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  4\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  4\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  4\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  4\n",
      "img number is  3\n",
      "img number is  6\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  9\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  7\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  4\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  11\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  4\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  4\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  6\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  4\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  3\n",
      "img number is  9\n",
      "img number is  1\n",
      "img number is  6\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  7\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  4\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  6\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  5\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  4\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  4\n",
      "img number is  11\n",
      "img number is  1\n",
      "img number is  4\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  5\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  10\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  7\n",
      "img number is  12\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  4\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  6\n",
      "img number is  8\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  6\n",
      "img number is  4\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  3\n",
      "img number is  7\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  6\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  4\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  5\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  6\n",
      "img number is  1\n",
      "img number is  8\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  4\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  9\n",
      "img number is  4\n",
      "img number is  8\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  4\n",
      "img number is  22\n",
      "img number is  1\n",
      "img number is  3\n",
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      "img number is  1\n",
      "img number is  4\n",
      "img number is  1\n",
      "img number is  5\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  4\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  4\n",
      "img number is  3\n",
      "img number is  4\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  4\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  5\n",
      "img number is  1\n",
      "img number is  4\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  6\n",
      "img number is  4\n",
      "img number is  5\n",
      "img number is  1\n",
      "img number is  5\n",
      "img number is  6\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  4\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  4\n",
      "img number is  1\n",
      "img number is  4\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  3\n",
      "img number is  1\n",
      "img number is  8\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  1\n",
      "img number is  9\n",
      "img number is  1\n"
     ]
    }
   ],
   "source": [
    "\n",
    "tmp =  join(p,'all')\n",
    "tgt_dir =  join(p,'test','images')\n",
    "\n",
    "make_dir(tgt_dir)\n",
    "\n",
    "for pid in os.listdir(tmp):\n",
    "\n",
    "    imgs = os.listdir(join(tmp,pid))\n",
    "    \n",
    "    if len(imgs) == 1 or len(imgs) > 2:\n",
    "        \n",
    "        # print('img number is ', len(imgs))\n",
    "        # print(imgs[0])        \n",
    "        shutil.move(join(tmp,pid,imgs[0]),join(tgt_dir,pid +'#'+imgs[0]))\n",
    "\n",
    "        \n",
    "    \n",
    "\n",
    "    \n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       " 'id3b84c41c-c67f-4d21-bfde-0a365076342b',\n",
       " 'id4ef34252-81cc-4ebb-a938-d020352bfbf1',\n",
       " 'idd7a99e8d-e260-4d95-84ca-b52c7b358b8d',\n",
       " 'id1c1355ab-1b40-42bf-a2f4-c841c71c9faa',\n",
       " 'id37db14c8-2be9-4197-aea9-92f350b76073',\n",
       " 'id2be9d5a4-0e8c-4bd3-9957-a226dfc18080',\n",
       " 'id0fd37335-f73b-423b-9a5f-419889cd261d',\n",
       " 'id165fa025-6285-4c07-8ef4-5f64d9fde6e2',\n",
       " 'ida9f486d5-3b27-4b1f-b820-6832972d0969',\n",
       " 'id1d5d1307-279f-45b7-80d9-13bf289f33c2',\n",
       " 'id01cfc7c7-f1d8-4b17-a6a9-5f07faad9fe9',\n",
       " 'id33efa2f5-67d7-4f8e-a6f3-6bf2736bbbcb',\n",
       " 'idb1b0fced-46be-4c37-9f49-8561836d9511',\n",
       " 'id96c6e356-2d70-4a6c-a6b5-4b55c3358fa5',\n",
       " 'id264d2681-2b80-4a06-a92e-e20bef7bd38f',\n",
       " 'iddb771da0-9508-4592-8c34-2da95929aabc',\n",
       " 'id0c09c912-42a1-4e54-b5cf-69e54bb9b45c',\n",
       " 'id03593ec3-9037-4950-8063-8d5bde263df2',\n",
       " 'id4a443065-2334-4b19-96e7-7b59c06674d7',\n",
       " 'id2dd99346-e5f3-40e9-8b3e-ac07ae39f734',\n",
       " 'idfe77f5ac-9f75-4cb9-a1fd-27bb0c64487b',\n",
       " 'id424edadb-1723-4a81-9a9f-cd3394fed940',\n",
       " 'id5d2d12b7-e3d4-4050-acba-be8558cf69f0',\n",
       " 'id00d662d4-3294-4717-8c89-209a162e26b3',\n",
       " 'id2a0d1e48-9143-41ab-a52b-1ead0846d9b0',\n",
       " 'id0d242ab1-a30f-4758-ae81-9fd2baf99d95',\n",
       " 'id63925985-98a7-4e2b-b385-11ab59d63a10',\n",
       " 'idf495e18a-0cbc-44f3-9c80-5797444a4b35',\n",
       " 'id38ec2b83-cf5b-45c0-a26a-f47af31b8e90',\n",
       " 'id63b91336-38db-49f7-b242-d4e730061ff4',\n",
       " 'id98af0507-2d46-4e05-97f3-9b8ee7d21924',\n",
       " 'id108b36a1-61ef-4276-bd37-f4e887a4b500',\n",
       " 'id0334e9e7-ccaa-4b36-94dd-4b82044df090',\n",
       " 'id0602dd87-3ddd-4ae2-8551-be1ebf24bf44',\n",
       " 'id3f235972-0e2e-4e63-a48b-139390422e42',\n",
       " 'id3d14e2ac-4a32-498b-8288-be96bb9cc114',\n",
       " 'id79889359-8efc-4165-b9dd-687a01116d68',\n",
       " 'idb7d89938-9f81-4a5b-a709-05c084320381',\n",
       " 'id1110d9e1-490c-47d4-9783-825bce72ae44',\n",
       " 'id230fb61c-e456-47d4-ad54-f65b576c232e',\n",
       " 'id2b4fa1b9-6024-4cee-a147-55d00261ecec',\n",
       " 'id581c42ec-9be5-4d4e-824a-0b058ca699e4',\n",
       " 'id1e11a213-65c2-40f6-890e-581d35538304',\n",
       " 'id2793e548-4f61-4859-8cd6-98ed81d2640e',\n",
       " 'id3df2daea-21a3-4974-8f70-421981ed74f9',\n",
       " 'id2cf578f3-58e3-4c6e-9870-e79d92b19261',\n",
       " 'id56d005be-92bb-46e3-b33b-98d96586bf60',\n",
       " 'id3cb39530-cdda-4f10-a38a-e59b5da5f47b',\n",
       " 'id664a96a5-8b90-40a4-a538-4f92b7efe72d',\n",
       " 'id0209eb47-14d5-4e3b-90f5-e027b452940a',\n",
       " 'id39fca0c0-1a0a-4f16-a6df-9506d4709eb2',\n",
       " 'idd1d4ffdf-330e-41d7-8be2-2bbecfc81faf',\n",
       " 'id25ff1f6c-e3a4-4797-842d-0a5275a89075',\n",
       " 'id0b575625-6ac9-4e0c-ae65-a129c39bda8d',\n",
       " 'id11c65572-7224-4d55-9701-a65a261040e6',\n",
       " 'id029ae198-046e-4c68-952e-67a1310ab3d6',\n",
       " 'id23956133-6c3a-4cc5-8da7-6098b60978db',\n",
       " 'id06a9adc1-2189-4439-848a-473abef318da',\n",
       " 'id3e857c3d-6fcc-44bc-b666-6f3baf696612',\n",
       " 'id3fca67bb-93a4-4836-861d-a986d6d3db25',\n",
       " 'id13f6e4b4-a6a2-45aa-9b11-758ddbbdf722',\n",
       " 'id026ff737-6170-4a01-bfc2-421cbb69e8f7',\n",
       " 'id01c2af76-8994-4615-ac65-25ce343c26d5',\n",
       " 'id157180cd-6000-40e8-82d0-be6ec951ac8c',\n",
       " 'id504ca8f3-ed1d-431d-b586-fd893ddcd56a',\n",
       " 'ide4a47bf1-e1ba-408b-a90b-3e219cf0935b',\n",
       " 'id4c74cd5d-81c6-4349-b12b-c05f358d09ca',\n",
       " 'id1252ac80-3f5e-48cb-97bd-c0264ef6cbe2',\n",
       " ...]"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "os.listdir(tmp)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "for pid in os.listdir(tmp):\n",
    "    imgs = os.listdir(join(tmp,pid))\n",
    "\n",
    "    if len(imgs) ==0 :\n",
    "        # print(join(tmp,pid))\n",
    "        shutil.rmtree(join(tmp,pid))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "similarity",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.16"
  }
 },
 "nbformat": 4,
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